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On May 19, 2026, DeepMind published a Nature paper introducing Co‑Scientist, a Gemini‑based multi‑agent system that generates, debates and refines scientific hypotheses;

Stanford HAI’s AI Index Report 2026 finds AI shifting from experiments to core infrastructure across banks, insurers, asset managers and fintechs — but warns adoption magnifies risk without secure, real‑time data, strong

At SAP Sapphire 2026 Microsoft and SAP announced an Azure‑centered set of initiatives aimed at moving enterprise AI from pilots into production, centered on a shared Frontier Transformation vision and a new Microsoft IQ

Vinod D’Souza and Anthony Belfiore outlined a developer — first multicloud security approach that combines Wiz’s cloud telemetry and repo-level context with Google’s AI and research to pursue near-real-time, self-healing

The Dialogues stage at I/O 2026 gathered company leaders, researchers and creative figures to discuss advances in AI agents, quantum — AI intersections, embodied robotics and AI-driven storytelling.

A hands — on roundup published March 28, 2023 tested 17 AI video tools over nearly a month and finds practical production savings — faster scripting — to-MP4 workflows through templates, generative visuals and AI

Tencent released TencentDB Agent Memory under an MIT license: A local‑first memory system that combines symbolic short‑term state (Mermaid task canvases and tool logs) with a four‑level long‑term pyramid (L0 Conversation

Deepseek is reportedly close to a 70 billion yuan funding round that could value the Chinese AI startup at about $45 billion; founder Liang Wenfeng has said he will favor basic AI research and AGI work over near‑term

At I/O 2026 Google introduced “audio glasses,” wearable frames that accept natural spoken commands to run Google apps and services — including Gemini — and will pair with Android and iOS phones.

Deepseek announced on X that its temporary 75% discount for V4 Pro is now permanent, setting input tokens at $0.435 per million and output at $0.87 per million; V4‑Flash and cache pricing are also listed.

Google added an experimental “Agentic Browsing” category to its Lighthouse auditing tool to evaluate how well websites support automated agents, checking machine‑readable structure, form exposure, visual stability

Perplexity has open‑sourced Bumblebee, a Go‑based, read‑only inventory scanner for macOS and Linux developer endpoints that reads lockfiles, package metadata, extension manifests and AI agent JSON configs

Gartner positioned OpenAI in the Leaders quadrant of its 2026 Magic Quadrant for Enterprise AI Coding Agents, citing Codex’s enterprise readiness and OpenAI’s vision for agentic software development.

A technical post presents MSE AI Task Scheduling as an enterprise — grade orchestration layer to bridge conversational Q&A systems and autonomous agents by managing time-and event — driven jobs;

During graduation week, at least three commencement speakers who referenced artificial intelligence were booed on campus, and a separate ceremony saw an AI system fail while reading names — episodes that reflect wider

A May 23, 2026 hands‑on review gave the Getac G140 a 3.5/5, praising its rugged design, hot‑swap batteries and Copilot+ support for field AI use but warning that weight, price and a dim screen hinder daily field work.

Mistral this week entered a definitive agreement to acquire Emmi AI. Emmi’s co‑founders and a team of more than 30 researchers and engineers will join Mistral’s Science and Applied AI teams in May, bringing physics‑aware

Oracle’s massive AI infrastructure push, capped by a $300 billion agreement with OpenAI in September 2025, has produced more than $160 billion in reported liabilities, heavy concentration of contracted obligations tied

Virtual OS Museum offers ready — to-run virtual machine images for over 570 historical operating systems that launch through VirtualBox;

Contrastive Neuron Attribution (CNA) identifies a sparse set of MLP neurons whose activations distinguish harmful from benign prompts and steers instruction‑tuned LLM behavior at inference by ablating or scaling those

On May 23, 2026 Alibaba released Qwen3.7 — Max, an API-only model designed for long-running autonomous agent workflows; the team demonstrated a 35 — hour autonomous kernel‑optimization run that produced up to a 10×

On a post‑I/O podcast, Sundar Pichai said “sources and links will always be there as part of it,” reflecting a broader shift at Google toward AI‑first answers and interface integrations that keep users inside Search

Google unveiled a preview of a serverless Iceberg REST catalog that lets BigQuery and compute engines such as Spark, Flink and Trino create, update and query the same Apache Iceberg tables without copying data, adding

On May 21, 2026, Jessica Lau published a how‑to listing 10 concrete prompting tips for ChatGPT, arguing that explicit instructions, well‑scoped context, and clear output constraints produce more usable, voice‑accurate